He felt his throat constrict as Mr. Henderson clapped a hand on his shoulder. "Good news, Davis! We've found someone to take over your duties." Davis's smile felt brittle, as artificial as the potted plant in the corner of the office. It was a well-crafted deception, of course.

The newcomer, a young man named Ben, was already smiling back at Mr. Henderson. The office felt suddenly smaller, the walls closing in. He stared at Ben's eager expression, his face an unsettling mirror image of a younger, more optimistic version of himself.

"I'll show him the ropes," Davis managed, his voice sounding thin and reedy. His palms started to sweat. Every keystroke felt like a prelude to his own professional demise. The familiar clatter of the keyboard felt alien and hostile now.

Emotion: horrified

Cluster: Fear / Anxiety
PC1 (Valence): -2.63 Negative
PC2 (Disposition): -0.17

Role in Research

This story is one of 1,000 stories generated for the emotion horrified. During extraction, it was fed through Gemma4-31B and its hidden state activations were captured at 11 layers.

The mean activation across all 1,000 horrified stories, after denoising with neutral dialogue baselines, produces the horrified emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the horrified vector is projected through the unembedding matrix.

Promoted:
😰0.336
sickening0.324
worse0.314
😣0.307
😖0.296
Suppressed:
la-0.444
B-0.295
enjoyed-0.260
optim-0.246
happy-0.244